Derives a closed-form Shapley value for the squared robust Interval-Mahalanobis distance to explain variable contributions to outlyingness in interval-valued data.
Rough sets determined by tolerances
2 Pith papers cite this work. Polarity classification is still indexing.
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Conditions are derived under which the completion DM(RS) of rough sets from reflexive relations forms a regular pseudocomplemented Kleene algebra or a completely distributive double Stone algebra.
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Explainable Outlier Detection for Interval-valued Data
Derives a closed-form Shapley value for the squared robust Interval-Mahalanobis distance to explain variable contributions to outlyingness in interval-valued data.
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Kleene and Stone algebras of rough sets induced by reflexive relations
Conditions are derived under which the completion DM(RS) of rough sets from reflexive relations forms a regular pseudocomplemented Kleene algebra or a completely distributive double Stone algebra.